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Paper Abstract and Keywords
Presentation 2020-10-30 16:45
Detecting task-relevant spatiotemporal modules and their adaptation-dependent modulations
Masato Inoue, Daisuke Furuki, Ken Takiyama (TUAT) NC2020-25
Abstract (in Japanese) (See Japanese page) 
(in English) It is still unclear how the central nervous system (CNS) controls our bodies. A hypothesis about neural control is that CNS controls groups of joints or muscles (modules) rather than each joint or muscle independently. Another hypothesis is that the CNS controls task-relevant motion components rather than task-irrelevant components. Although, the two concepts' relationship remains unknown, e.g., unimportant modules possess task-relevant information. In this study, we propose a framework to evaluate task-relevant modules while combining the two concepts in a data-driven manner. We also examine the influences of motor adaptation on modules, resulting in that motor adaptation affects task-relevant modules rather than conventional modules.
Keyword (in Japanese) (See Japanese page) 
(in English) Motor control / Motor adaptation / Task-relevant spatiotemporal modules / Data driven / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 216, NC2020-25, pp. 89-94, Oct. 2020.
Paper # NC2020-25 
Date of Issue 2020-10-22 (NC) 
ISSN Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NC2020-25

Conference Information
Committee MBE NC NLP CAS  
Conference Date 2020-10-29 - 2020-10-30 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ME，NC，CAS，NLP 
Paper Information
Registration To NC 
Conference Code 2020-10-MBE-NC-NLP-CAS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Detecting task-relevant spatiotemporal modules and their adaptation-dependent modulations 
Sub Title (in English)  
Keyword(1) Motor control  
Keyword(2) Motor adaptation  
Keyword(3) Task-relevant spatiotemporal modules  
Keyword(4) Data driven  
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1st Author's Name Masato Inoue  
1st Author's Affiliation Tokyo University of Agriculture and Technology (TUAT)
2nd Author's Name Daisuke Furuki  
2nd Author's Affiliation Tokyo University of Agriculture and Technology (TUAT)
3rd Author's Name Ken Takiyama  
3rd Author's Affiliation Tokyo University of Agriculture and Technology (TUAT)
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Speaker Author-1 
Date Time 2020-10-30 16:45:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2020-25 
Volume (vol) vol.120 
Number (no) no.216 
Page pp.89-94 
#Pages 6 
Date of Issue 2020-10-22 (NC) 

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